Dimensionality Reduction

Most Dimensionality Reduction applications are used for: Data Compression Noise Reduction Data Classification Data Visualization

Principal Components

t-SNE

LDA

UMAP ( Uniform Manifold Approximation and Projection )

Implementing Plotting Functions

Standardizing the data

Implementing PCA

Implementing t-SNE

Implementing UMAP

IMPLEMENTING LDA